@article{privatellminferenceonconsumerblackwellgp,
  title = {Private LLM Inference on Consumer Blackwell GPUs: A Practical Guide for Cost-Effective Local Deployment in SMEs},
  author = {Jonathan Knoop and Hendrik Holtmann},
  year = {2026},
  eprint = {2601.09527},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.09527},
}